AI Visibility Scorecard
Project Catbird
getcatbird.com · Healthcare
Borderline visible. AI bots can crawl Project Catbird, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#584,529 of 923,481 in Healthcare for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Project Catbird
from our crawl and measurement
"Finally, a health advocate built for you. Understand your benefits, avoid surprise bills, and navigate the healthcare system with confidence. Join our early research community." That is how Project Catbird Your Health Insurance Advocate introduces itself. When AI engines look at it, they find little to work with. It scores 4.4 out of 10.
Our crawl found structured data on the page (WebSite, Organization, WebPage), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.4/10, Project Catbird is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Sound familiar?
01You hung up with your insurance company more confused than when you called.02You were shocked by a medical bill you thought was covered.03You delayed care because you weren't sure what it would cost.04You wondered whether your insurance was actually covering what you thought it was.
Is this your brand?
The exact fixes for Project Catbird
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Project Catbird.
Source & Attribution
Scored by Engagemii on October 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/getcatbird
Cite this score: Engagemii (2026). "AEO Score for Project Catbird." Retrieved from https://engagemii.com/aeo/brands/getcatbird
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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